{"id":"W4205437584","doi":"10.47854/anthropen.vi0.51166","title":"Recherche participative","year":2021,"lang":"fr","type":"article","venue":"Anthropen","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Sociology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001180137,0.0001033482,0.000184171,0.000005893559,0.0005472752,0.0001328838,0.0002927493,0.0002142893,0.01684009],"category_scores_gemma":[0.001089424,0.0001047856,0.00009673789,0.001153229,0.001437737,0.0004504787,0.000115862,0.0002496901,0.001874441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002234549,"about_ca_system_score_gemma":0.001051794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06313889,"about_ca_topic_score_gemma":0.05078901,"domain_scores_codex":[0.9974828,0.001144677,0.0001725628,0.0003186674,0.0003735607,0.0005077449],"domain_scores_gemma":[0.9989887,0.0003888119,0.0001048441,0.0001706552,0.0001736703,0.0001732476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006377471,0.0002599006,0.006696464,0.00001472004,0.00005323834,0.0001511057,0.08595601,0.000006366369,0.0001109841,0.3113958,0.2412197,0.3541294],"study_design_scores_gemma":[0.0001162531,0.00003855551,0.007416534,0.00006885194,0.00002679192,0.000001606161,0.04063307,0.00003241928,0.001121759,0.01633764,0.9340256,0.0001809308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07902671,0.02710598,0.0002305737,0.2681762,0.0050994,0.0001644599,0.00002813726,0.00003335372,0.6201352],"genre_scores_gemma":[0.3923736,0.01552921,0.002137736,0.002599755,0.001384144,0.00001697069,0.000002803026,0.00001436801,0.5859414],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6928059,"threshold_uncertainty_score":0.9989027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6030667418021035,"score_gpt":0.5385576713862228,"score_spread":0.06450907041588072,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}